RF with PCA on Individual Samples

  1. Apply PCA to each sample (simulation) independently, extract the top 3 PCs and their respective scores
    • Note: could try just PC1 as well
  2. Flatten the dataset to fit input criteria
  3. Apply Random Forest on this now reduced dimension dataset

Test Set Evaluation

Below are peformance measures on the test set never touched during model building